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<article class="tagpage"><header><h1>Posts about CHS</h1>
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<time class="listdate" datetime="2016-11-13T09:26:28+08:00" title="2016-11-13 09:26">2016-11-13 09:26</time><a href="../posts/da-kuang-huan-xiao-xin-yuan.html" class="listtitle">大狂欢小心愿</a><a></a>
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<time class="listdate" datetime="2016-06-08T19:22:38+08:00" title="2016-06-08 19:22">2016-06-08 19:22</time><a href="../posts/chs-web-scarping-with-python.html" class="listtitle">Python网络数据采集</a><a></a>
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<time class="listdate" datetime="2015-08-18T13:07:14+08:00" title="2015-08-18 13:07">2015-08-18 13:07</time><a href="../posts/2-working-with-linear-models.html" class="listtitle">2-working-with-linear-models</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/directly-applying-bayesian-ridge-regression.html" class="listtitle">directly-applying-bayesian-ridge-regression</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/evaluating-the-linear-regression-model.html" class="listtitle">evaluating-the-linear-regression-model</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/fitting-a-line-through-data.html" class="listtitle">fitting-a-line-through-data</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/optimizing-the-ridge-regression-parameter.html" class="listtitle">optimizing-the-ridge-regression-parameter</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/taking-a-more-fundamental-approach-to-regularization-with-lars.html" class="listtitle">taking-a-more-fundamental-approach-to-regularization-with-lars</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/using-boosting-to-learn-from-errors.html" class="listtitle">using-boosting-to-learn-from-errors</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/using-linear-methods-for-classification-logistic-regression.html" class="listtitle">using-linear-methods-for-classification-logistic-regression</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/using-ridge-regression-to-overcome-linear-regression-shortfalls.html" class="listtitle">using-ridge-regression-to-overcome-linear-regression-shortfalls</a><a></a>
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<time class="listdate" datetime="2015-08-18T12:57:47+08:00" title="2015-08-18 12:57">2015-08-18 12:57</time><a href="../posts/using-sparsity-to-regularize-models.html" class="listtitle">using-sparsity-to-regularize-models</a><a></a>
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<time class="listdate" datetime="2015-08-09T21:20:14+08:00" title="2015-08-09 21:20">2015-08-09 21:20</time><a href="../posts/doc-pyautogui.html" class="listtitle">Doc PyAutoGUI</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:59:14+08:00" title="2015-07-27 14:59">2015-07-27 14:59</time><a href="../posts/working-with-categorical-variables.html" class="listtitle">working-with-categorical-variables</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:59:09+08:00" title="2015-07-27 14:59">2015-07-27 14:59</time><a href="../posts/using-truncated-svd-to-reduce-dimensionality.html" class="listtitle">using-truncated-svd-to-reduce-dimensionality</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:59:03+08:00" title="2015-07-27 14:59">2015-07-27 14:59</time><a href="../posts/using-stochastic-gradient-descent-for-regression.html" class="listtitle">using-stochastic-gradient-descent-for-regression</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:57+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/using-pipelines-for-multiple-preprocessing-steps.html" class="listtitle">using-pipelines-for-multiple-preprocessing-steps</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:51+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/using-gaussian-processes-for-regression.html" class="listtitle">using-gaussian-processes-for-regression</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:45+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/using-factor-analytics-for-decomposition.html" class="listtitle">using-factor-analytics-for-decomposition</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:28+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/putting-it-all-together-with-pipelines.html" class="listtitle">putting-it-all-together-with-pipelines</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:22+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/kernel-pca-for-nonlinear-dimensionality-reduction.html" class="listtitle">kernel-pca-for-nonlinear-dimensionality-reduction</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:16+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/imputing-missing-values-through-various-strategies.html" class="listtitle">imputing-missing-values-through-various-strategies</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:10+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/getting-sample-data-from-external-sources.html" class="listtitle">getting-sample-data-from-external-sources</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:58:04+08:00" title="2015-07-27 14:58">2015-07-27 14:58</time><a href="../posts/defining-the-gaussian-process-object-directly.html" class="listtitle">defining-the-gaussian-process-object-directly</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:57:58+08:00" title="2015-07-27 14:57">2015-07-27 14:57</time><a href="../posts/decomposition-to-classify-with-dictionarylearning.html" class="listtitle">decomposition-to-classify-with-dictionarylearning</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:57:52+08:00" title="2015-07-27 14:57">2015-07-27 14:57</time><a href="../posts/creating-sample-data-for-toy-analysis.html" class="listtitle">creating-sample-data-for-toy-analysis</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:57:47+08:00" title="2015-07-27 14:57">2015-07-27 14:57</time><a href="../posts/creating-binary-features-through-thresholding.html" class="listtitle">creating-binary-features-through-thresholding</a><a></a>
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<time class="listdate" datetime="2015-07-27T14:57:41+08:00" title="2015-07-27 14:57">2015-07-27 14:57</time><a href="../posts/binarizing-label-features.html" class="listtitle">binarizing-label-features</a><a></a>
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<time class="listdate" datetime="2015-07-27T13:36:10+08:00" title="2015-07-27 13:36">2015-07-27 13:36</time><a href="../posts/1-premodel-workflow.html" class="listtitle">1-premodel-workflow</a><a></a>
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<time class="listdate" datetime="2015-07-09T15:20:14+08:00" title="2015-07-09 15:20">2015-07-09 15:20</time><a href="../posts/0-perface.html" class="listtitle">0-perface</a><a></a>
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<time class="listdate" datetime="2015-07-09T15:19:44+08:00" title="2015-07-09 15:19">2015-07-09 15:19</time><a href="../posts/10-from-the-perceptron-to-artificial-neural-networks.html" class="listtitle">10-from-the-perceptron-to-artificial-neural-networks</a><a></a>
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<time class="listdate" datetime="2015-07-08T09:15:04+08:00" title="2015-07-08 09:15">2015-07-08 09:15</time><a href="../posts/9-from-the-perceptron-to-support-vector-machines.html" class="listtitle">9-from-the-perceptron-to-support-vector-machines</a><a></a>
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<time class="listdate" datetime="2015-07-08T09:13:39+08:00" title="2015-07-08 09:13">2015-07-08 09:13</time><a href="../posts/8-the-perceptron.html" class="listtitle">8-the-perceptron</a><a></a>
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<time class="listdate" datetime="2015-07-02T09:38:42+08:00" title="2015-07-02 09:38">2015-07-02 09:38</time><a href="../posts/7-dimensionality-reduction-with-pca.html" class="listtitle">7-dimensionality-reduction-with-pca</a><a></a>
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<time class="listdate" datetime="2015-06-29T20:49:07+08:00" title="2015-06-29 20:49">2015-06-29 20:49</time><a href="../posts/4-from-linear-regression-to-logistic-regression.html" class="listtitle">4-from-linear-regression-to-logistic-regression</a><a></a>
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<time class="listdate" datetime="2015-06-29T20:29:49+08:00" title="2015-06-29 20:29">2015-06-29 20:29</time><a href="../posts/6-clustering-with-k-means.html" class="listtitle">6-clustering-with-k-means</a><a></a>
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<time class="listdate" datetime="2015-06-29T20:29:22+08:00" title="2015-06-29 20:29">2015-06-29 20:29</time><a href="../posts/5-nonlinear-classification-and-regression-with-decision-trees.html" class="listtitle">5-nonlinear-classification-and-regression-with-decision-trees</a><a></a>
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<time class="listdate" datetime="2015-06-24T13:45:05+08:00" title="2015-06-24 13:45">2015-06-24 13:45</time><a href="../posts/1-the-fundamentals-of-machine-learning.html" class="listtitle">1-the-fundamentals-of-machine-learning</a><a></a>
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